Horizon-Aware Forecasting of Passenger Assistance Demand for Rail Station Workforce Planning

ArXi:2604.16464v1 Announce Type: cross Passenger assistance services are essential for accessible rail travel, yet demand varies substantially across stations and over time, creating challenges for workforce planning and staff rostering. This paper presents a data-driven decision framework for forecasting station-level passenger assistance demand and translating forecasts into workforce plans.